IKBFU's Vestnik

2012 Issue №10

The decision of problems of designing on the basis of hybrid genetic algorithms

Abstract

The hybrid algorithm of the decision of problems of a design of elements of digital techniques is presented. Statement of a considered optimizing problem is formulated. The description developed heuristics, operators and search strategy is resulted. The generalized schemes of search of optimum decisions are given. The basic results of computing experiments are resulted

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Some results of simulation of driving-robot control system

Abstract

Concept of mobile automotive object control system, based on skills extraction
and fuzzy logic is described. Virtual model of vehicle, created in specialized simulation environment is described. Parking phase and achieved results are considered.

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Example of computer vision system based on neural network classificator

Abstract

The method of automatic analysis of images made with microscope for detection and classification of blood cells is proposed. The algorithm of cell detection on the image is described. Deep neural network with logistic regression layer as an output layer is used to classify images of blood cells.

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